fix(genetic): allow optimization without fresh SoC (#1403)

docs/_generated/configoptimization.md

@@ -188,7 +188,7 @@
 | horizon_hours | `int` | `rw` | `24` | The general time window within which the energy optimization goal shall be achieved [h]. Defaults to 24 hours. |
 | individuals | `Optional[int]` | `rw` | `300` | Number of individuals (solutions) in the population [>= 10]. Defaults to 300. |
 | interval_sec | `Literal[900, 3600]` | `rw` | `3600` | The optimization interval [sec]. Defaults to 3600 seconds (1 hour) |
-| measurement_max_age_seconds | `int` | `rw` | `300` | Maximum age of SoC measurements for configuration-based optimization [s]. |
+| measurement_max_age_seconds | `int` | `rw` | `300` | Maximum age of SoC measurements used for configuration-based optimization [s]. Without an explicit SoC or usable measurement, the initial SoC defaults to 0%. |
 | penalties | `dict[str, Union[float, int, str]]` | `rw` | `required` | Penalty parameters used in fitness evaluation. |
 | pin_workers | `bool` | `rw` | `True` | Pin the evaluation workers to the last 'workers' CPU cores. The server process stays unpinned and keeps a core that is not busy with the optimization, so it answers requests during a run, and the run never uses more than 'workers' cores. Needs at least one core more than workers; Linux only. |
 | seed | `Optional[int]` | `rw` | `None` | Random seed for reproducibility. None = random. |

docs/_generated/openapi.md

@@ -1385,7 +1385,9 @@ Optimize GENETIC using configured devices and optional fresh runtime inputs.
 Static settings belong in configuration; query overrides are rejected.
 Forecast arrays start at local
 midnight and contain Wh per configured GENETIC slot; prices are currency/Wh.
-An empty body uses configured providers and fresh measured states of charge.
+An empty body uses configured providers. Explicit SoC values take precedence over
+fresh measured states of charge; missing usable measurements default to an assumed
+initial SoC of 0% without blocking a plan.
 The deprecated /optimize endpoint continues to run hourly GENETIC0.
 """
 ```

docs/akkudoktoreos/upgrade-genetic.md

@@ -53,22 +53,28 @@ the old feature branch migrate into the GENETIC section; explicit nested setting
 
 The new request accepts `soc`, `forecasts`, `start_solution` and
 `start_solution_datetime`. Hardware, device limits and schedules belong in configuration.
-An empty JSON object uses configured providers and fresh measurements. Hardware overrides
+An empty JSON object uses configured providers and measured or assumed initial SoC. Hardware overrides
 in the body and query-string overrides are rejected. Do not migrate by changing only the URL.
 
 The legacy endpoint remains available, but the surrounding configuration has changed.
 That is not a promise that every old script works unchanged.
 
-### 3. Fresh measurements and complete forecasts are required
+### 3. SoC measurements are optional; complete forecasts are required
 
 Request SoC values are integer percentages from 0 to 100, keyed by device ID. Automatic
 measurement lookup instead reads a factor from 0 to 1 using the configured measurement
 key, by default `<device_id>-soc-factor`. For example, 50% is `50` in the request and
 `0.5` in that measurement channel.
 
-Without a request override, a missing, future, invalid or stale SoC cancels the run.
+Explicit request SoC values take precedence over measurements. Without an override,
-The default freshness limit is 300 seconds, controlled by
+EOS uses the latest valid fresh measurement. If the measurement is missing, future,
-`optimization.genetic.measurement_max_age_seconds`. Check the measurement update rate.
+invalid or stale, the run assumes **0% initial SoC** for that battery or EV and continues.
+The fallback is logged as an assumption and is never written as a measurement or a
+configuration change. SoC updates are therefore optional for planning.
+
+The default measurement freshness limit is 300 seconds, controlled by
+`optimization.genetic.measurement_max_age_seconds`. This limit determines whether a
+measurement can be used; it does not require an update before every run.
 
 Missing forecasts within the control period also stop the run. A shorter forecast
 continuation is allowed and reported. Failed calls return an error; they no longer look

openapi.json

@@ -3024,7 +3024,7 @@
           "optimize"
         ],
         "summary": "Fastapi Optimize Config",
-        "description": "Optimize GENETIC using configured devices and optional fresh runtime inputs.\n\nStatic settings belong in configuration; query overrides are rejected.\nForecast arrays start at local\nmidnight and contain Wh per configured GENETIC slot; prices are currency/Wh.\nAn empty body uses configured providers and fresh measured states of charge.\nThe deprecated /optimize endpoint continues to run hourly GENETIC0.",
+        "description": "Optimize GENETIC using configured devices and optional fresh runtime inputs.\n\nStatic settings belong in configuration; query overrides are rejected.\nForecast arrays start at local\nmidnight and contain Wh per configured GENETIC slot; prices are currency/Wh.\nAn empty body uses configured providers. Explicit SoC values take precedence over\nfresh measured states of charge; missing usable measurements default to an assumed\ninitial SoC of 0% without blocking a plan.\nThe deprecated /optimize endpoint continues to run hourly GENETIC0.",
         "operationId": "fastapi_optimize_config_v1_optimize_post",
         "requestBody": {
           "content": {
@@ -4163,7 +4163,7 @@
         "additionalProperties": false,
         "type": "object",
         "title": "ConfigOptimizationRequest",
-        "description": "Supply observations while hardware, tariffs and scheduling remain in config."
+        "description": "Supply observations while hardware, tariffs and scheduling remain in config.\n\nExplicit SoC values take precedence over fresh measurements. Without a usable\nmeasurement, assume 0% initial SoC for the affected device and continue."
       },
       "ConfigSaveMode": {
         "type": "string",
@@ -8883,7 +8883,7 @@
             "type": "integer",
             "exclusiveMinimum": 0.0,
             "title": "Measurement Max Age Seconds",
-            "description": "Maximum age of SoC measurements for configuration-based optimization [s].",
+            "description": "Maximum age of SoC measurements used for configuration-based optimization [s]. Without an explicit SoC or usable measurement, the initial SoC defaults to 0%.",
             "default": 300
           },
           "tail_horizon_hours": {
@@ -9077,7 +9077,7 @@
             "type": "integer",
             "exclusiveMinimum": 0.0,
             "title": "Measurement Max Age Seconds",
-            "description": "Maximum age of SoC measurements for configuration-based optimization [s].",
+            "description": "Maximum age of SoC measurements used for configuration-based optimization [s]. Without an explicit SoC or usable measurement, the initial SoC defaults to 0%.",
             "default": 300
           },
           "tail_horizon_hours": {

src/akkudoktoreos/optimization/genetic/configrequest.py

@@ -3,6 +3,7 @@
 import math
 from typing import Annotated, Any, Optional
 
+from loguru import logger
 from pydantic import AliasChoices, Field, field_validator
 
 from akkudoktoreos.core.coreabc import (
@@ -48,7 +49,11 @@ class RuntimeForecasts(GeneticParametersBaseModel):
 class ConfigOptimizationRequest(
     ConfigMixin, MeasurementMixin, PredictionMixin, GeneticParametersBaseModel
 ):
-    """Supply observations while hardware, tariffs and scheduling remain in config."""
+    """Supply observations while hardware, tariffs and scheduling remain in config.
+
+    Explicit SoC values take precedence over fresh measurements. Without a usable
+    measurement, assume 0% initial SoC for the affected device and continue.
+    """
 
     soc: dict[str, Annotated[int, Field(ge=0, le=100)]] = Field(default_factory=dict)
     forecasts: RuntimeForecasts = Field(default_factory=RuntimeForecasts)
@@ -115,9 +120,13 @@ class ConfigOptimizationRequest(
                     raise ValueError("Invalid or stale SoC factor")
                 return int(value * 100)
             except (ValueError, KeyError) as exc:
-                raise ValueError(
+                logger.warning(
-                    f"Fresh SoC missing for {device.device_id}; supply soc or a measurement."
+                    "No usable fresh SoC for {}; assuming 0% initial SoC for this "
-                ) from exc
+                    "optimization (not a measurement): {}",
+                    device.device_id,
+                    exc,
+                )
+                return 0
 
         battery = None
         if groups["batteries"]:

src/akkudoktoreos/optimization/genetic/geneticsettings.py

@@ -154,7 +154,10 @@ class GeneticCommonSettings(SettingsBaseModel):
     measurement_max_age_seconds: int = Field(
         default=300,
         gt=0,
-        description="Maximum age of SoC measurements for configuration-based optimization [s].",
+        description=(
+            "Maximum age of SoC measurements used for configuration-based optimization [s]. "
+            "Without an explicit SoC or usable measurement, the initial SoC defaults to 0%."
+        ),
     )
 
     tail_horizon_hours: int = Field(

src/akkudoktoreos/server/eos.py

@@ -2224,7 +2224,9 @@ async def fastapi_optimize_config(
     Static settings belong in configuration; query overrides are rejected.
     Forecast arrays start at local
     midnight and contain Wh per configured GENETIC slot; prices are currency/Wh.
-    An empty body uses configured providers and fresh measured states of charge.
+    An empty body uses configured providers. Explicit SoC values take precedence over
+    fresh measured states of charge; missing usable measurements default to an assumed
+    initial SoC of 0% without blocking a plan.
     The deprecated /optimize endpoint continues to run hourly GENETIC0.
     """
     if request.query_params:
@@ -2241,7 +2243,7 @@ async def fastapi_optimize_config(
         raise EOSProblem(
             status=503,
             title="GENETIC optimization failed",
-            detail="No new solution was produced. Check configured devices, fresh SoC and forecast coverage.",
+            detail="No new solution was produced. Check configured devices and forecast coverage.",
         )
     if not isinstance(solution, GeneticSolution):
         raise EOSProblem(

tests/test_config_optimization_request.py

@@ -115,8 +115,11 @@ def test_warmstart_timestamp_retains_explicit_zone_and_json_instant(
 
 
 @pytest.mark.asyncio
-@pytest.mark.parametrize("age,value", [(301, 0.45), (-1, 0.45), (1, None), (1, np.nan), (1, 1.1)])
+@pytest.mark.parametrize(
-async def test_missing_stale_future_or_invalid_soc_never_becomes_zero(
+    "age,value",
+    [(301, 0.45), (-1, 0.45), (1, None), (1, np.nan), (1, np.inf), (1, -0.1), (1, 1.1)],
+)
+async def test_stale_future_or_invalid_soc_defaults_to_zero(
     configured_request, age, value
 ):
     _, ems, measurement, data = configured_request
@@ -125,8 +128,9 @@ async def test_missing_stale_future_or_invalid_soc_never_becomes_zero(
         [ems.observation_datetime.subtract(seconds=age)],
         [value],
     )
-    with pytest.raises(ValueError, match="Fresh SoC missing"):
+    parameters = await ConfigOptimizationRequest.model_validate(data).resolve()
-        await ConfigOptimizationRequest.model_validate(data).resolve()
+    assert parameters.pv_battery is not None
+    assert parameters.pv_battery.initial_soc_percentage == 0
 
 
 @pytest.mark.asyncio
@@ -147,7 +151,7 @@ async def test_soc_freshness_uses_actual_run_time_inside_quarter_hour(configured
 
 
 @pytest.mark.asyncio
-async def test_future_soc_in_repeated_hour_is_rejected(configured_request):
+async def test_future_soc_in_repeated_hour_defaults_to_zero(configured_request):
     _, ems, measurement, data = configured_request
     data["soc"] = {}
     ems.observation_datetime = to_datetime("2026-10-25T02:45:00+02:00", in_timezone="Europe/Berlin")
@@ -155,8 +159,9 @@ async def test_future_soc_in_repeated_hour_is_rejected(configured_request):
         [to_datetime("2026-10-25T02:15:00+01:00", in_timezone="Europe/Berlin")],
         [0.8],
     )
-    with pytest.raises(ValueError, match="Fresh SoC missing"):
+    parameters = await ConfigOptimizationRequest.model_validate(data).resolve()
-        await ConfigOptimizationRequest.model_validate(data).resolve()
+    assert parameters.pv_battery is not None
+    assert parameters.pv_battery.initial_soc_percentage == 0
 
 
 @pytest.mark.asyncio
@@ -370,12 +375,15 @@ async def test_automatic_run_reads_real_resolver_provider_units_and_measured_soc
 
 
 @pytest.mark.asyncio
+@pytest.mark.parametrize("missing_soc", [False, True])
 async def test_http_real_genetic_result_serializes_native_quarter_hour_contract(
-    configured_request, monkeypatch
+    configured_request, monkeypatch, missing_soc
 ):
     from akkudoktoreos.server import eos
 
     _, fake, _, data = configured_request
+    if missing_soc:
+        data["soc"] = {}
     ems = EnergyManagement()
     monkeypatch.setattr(configrequest, "get_ems", lambda: ems)
     monkeypatch.setattr(EnergyManagement, "_genetic_solution", None)
@@ -396,3 +404,50 @@ async def test_http_real_genetic_result_serializes_native_quarter_hour_contract(
     assert result["controls_start_at_now"] is True
     assert len(result["ac_charge"]) == 4
     assert result["parameters"]["pv_battery"]["device_id"] == "storage"
+    assert result["parameters"]["pv_battery"]["initial_soc_percentage"] == (
+        0 if missing_soc else 42
+    )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("missing_key", [False, True])
+async def test_missing_soc_defaults_to_zero_without_mutating_inputs(
+    configured_request, missing_key, caplog
+):
+    config, _, measurement, data = configured_request
+    data["soc"] = {}
+    before = config.model_dump_json()
+    if missing_key:
+        measurement.key_to_lists.side_effect = KeyError("SoC channel unavailable")
+    parameters = await ConfigOptimizationRequest.model_validate(data).resolve()
+    assert parameters.pv_battery is not None
+    assert parameters.pv_battery.initial_soc_percentage == 0
+    assert config.model_dump_json() == before
+    assert "assuming 0% initial SoC" in caplog.text
+    assert "not a measurement" in caplog.text
+    measurement.update_value.assert_not_called()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("soc", [0, 42, 100])
+async def test_explicit_soc_overrides_measurements(configured_request, soc):
+    _, _, measurement, data = configured_request
+    data["soc"] = {"storage": soc}
+    parameters = await ConfigOptimizationRequest.model_validate(data).resolve()
+    assert parameters.pv_battery is not None
+    assert parameters.pv_battery.initial_soc_percentage == soc
+    measurement.key_to_lists.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_missing_ev_soc_does_not_replace_explicit_battery_soc(configured_request):
+    config, _, _, data = configured_request
+    config.merge_settings_from_dict(
+        {"devices": {"max_electric_vehicles": 1,
+                     "electric_vehicles": {"car": {"capacity_wh": 60000}}}}
+    )
+    parameters = await ConfigOptimizationRequest.model_validate(data).resolve()
+    assert parameters.pv_battery is not None
+    assert parameters.ev is not None
+    assert parameters.pv_battery.initial_soc_percentage == 42
+    assert parameters.ev.initial_soc_percentage == 0